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Global sensitivity analysis of computer models with functional inputs
14 references·16 citing·26 second hop
Global sensitivity analysis of computer models with functional inputs (2008)Global sensitivity analysis of computer m…Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs (2009)Local Polynomial Estimation f…Global Sensitivity Analysis: The Primer by Andrea Saltelli, Marco Ratto, Terry Andres, Francesca Campolongo, Jessica Cariboni, Debora Gatelli, Michaela Saisana, Stefano Tarantola (2008)Global Sensitivity Analysis: …Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …Survey of sampling-based methods for uncertainty and sensitivity analysis (2006)Survey of sampling-based meth…Sensitivity analysis in presence of model uncertainty and correlated inputs (2006)Sensitivity analysis in prese…Design and Modeling for Computer Experiments (2005)Design and Modeling for Compu…Theorems and examples on high dimensional model representation (2003)Theorems and examples on high…Making best use of model evaluations to compute sensitivity indices (2002)Making best use of model eval…Can global sensitivity analysis steer the implementation of models for environmental assessments and decision-making? (2002)Can global sensitivity analys…Review of Saltelli, A. & Chan, K. & E.M.Scott (Eds) (2000), Sensitivity analysis. Wiley (2000) (2001)Review of Saltelli, A. & Chan…Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Global sensitivity indices fo…A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)A Quantitative Model-Independ…Importance measures in global sensitivity analysis of nonlinear models (1996)Importance measures in global…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Reliability analysis for non-deterministic limit-states using stochastic emulators (2025)Reliability analysis for non-…A spectral surrogate model for stochastic simulators computed from trajectory samples (2023)A spectral surrogate model fo…Global sensitivity analysis for stochastic simulators based on generalized lambda surrogate models (2021)Global sensitivity analysis f…A Global Sensitivity Analysis Framework for Hybrid Simulation with Stochastic Substructures (2021)A Global Sensitivity Analysis…Non-intrusive and semi-intrusive uncertainty quantification of a multiscale in-stent restenosis model (2020)Non-intrusive and semi-intrus…Global Sensitivity Analysis for Models Described by Stochastic Differential Equations (2019)Global Sensitivity Analysis f…Advanced Methodology for Uncertainty Propagation in Computer Experiments with Large Number of Inputs (2019)Advanced Methodology for Unce…Variance-Based Sensitivity Analysis: Theory and Estimation Algorithms (2017)Variance-Based Sensitivity An…Efficient Computation of Sobol' Indices for Stochastic Models (2017)Efficient Computation of Sobo…Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs (2016)Sampling, Metamodeling, and S…Variance-Based Sensitivity Analysis: Theory and Estimation Algorithms (2015)Variance-Based Sensitivity An…Sensitivity Analysis of Spatial and/or Temporal Phenomena (2015)Sensitivity Analysis of Spati…Sequential designs for sensitivity analysis of functional inputs in computer experiments (2014)Sequential designs for sensit…Spatial stochastic direct and inverse analysis for the extent of damage in deteriorated RC structures (2013)Spatial stochastic direct and…Revue sur l'analyse de sensibilité globale de modèles numériques (2011)Revue sur l'analyse de sensib…Simplex-based screening designs for estimating metamodels (2008)Simplex-based screening desig…Sensitivity measures,anova-like Techniques and the use of bootstrap (1997)Efficient input—output model representations (1999)Estimating the approximation error when fixing unessential factors in global sensitivity analysis (2006)Efficient computation of global sensitivity indices using sparse polynomial chaos expansions (2010)Sensitivity analysis for volcanic source modeling quality assessment and model selection (2012)Response Surface Methodology (1996)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)How to avoid a perfunctory sensitivity analysis (2010)The generalization of Latin hypercube sampling (2015)Statistics for Experimenters (1979)Handbook on Constructing Composite Indicators (2005)An effective screening design for sensitivity analysis of large models (2007)Factorial Sampling Plans for Preliminary Computational Experiments (1991)Global sensitivity analysis using polynomial chaos expansions (2007)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)SALib: An open-source Python library for Sensitivity Analysis (2017)Stochastic Kriging for Simulation Metamodeling (2009)A Review on Global Sensitivity Analysis Methods (2015)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)A simple and efficient method for global sensitivity analysis based on cumulative distribution functions (2015)Weights and importance in composite indicators: Closing the gap (2017)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A new uncertainty importance measure (2006)
this work references cited by second hop

References

  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates6,377 cited
  • 1999A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output2,274 cited
  • 2002Making best use of model evaluations to compute sensitivity indices2,225 cited
  • 1996Importance measures in global sensitivity analysis of nonlinear models2,014 cited
  • 2006Survey of sampling-based methods for uncertainty and sensitivity analysis1,240 cited
  • 2005Design and Modeling for Computer Experiments1,135 cited
  • 2008Global Sensitivity Analysis: The Primer by Andrea Saltelli, Marco Ratto, Terry Andres, Francesca Campolongo, Jessica Cariboni, Debora Gatelli, Michaela Saisana, Stefano Tarantola511 cited
  • 2003Theorems and examples on high dimensional model representation450 cited
  • 2006Sensitivity analysis in presence of model uncertainty and correlated inputs199 cited
  • 2001Review of Saltelli, A. & Chan, K. & E.M.Scott (Eds) (2000), Sensitivity analysis. Wiley (2000)151 cited
  • 2009Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs125 cited
  • 2002Can global sensitivity analysis steer the implementation of models for environmental assessments and decision-making?

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89 cited

Cited by

  • 2008Simplex-based screening designs for estimating metamodels84 cited
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  • 2011Revue sur l'analyse de sensibilité globale de modèles numériques48 cited
  • 2017Efficient Computation of Sobol' Indices for Stochastic Models46 cited
  • 2015Variance-Based Sensitivity Analysis: Theory and Estimation Algorithms39 cited
  • 2019Advanced Methodology for Uncertainty Propagation in Computer Experiments with Large Number of Inputs35 cited
  • 2023A spectral surrogate model for stochastic simulators computed from trajectory samples33 cited
  • 2017Variance-Based Sensitivity Analysis: Theory and Estimation Algorithms31 cited
  • 2015Sensitivity Analysis of Spatial and/or Temporal Phenomena22 cited
  • 2016Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs21 cited
  • 2013Spatial stochastic direct and inverse analysis for the extent of damage in deteriorated RC structures18 cited
  • 2020Non-intrusive and semi-intrusive uncertainty quantification of a multiscale in-stent restenosis model18 cited
  • 2014Sequential designs for sensitivity analysis of functional inputs in computer experiments15 cited
  • 2019Global Sensitivity Analysis for Models Described by Stochastic Differential Equations11 cited
  • 2021A Global Sensitivity Analysis Framework for Hybrid Simulation with Stochastic Substructures10 cited
  • 2025Reliability analysis for non-deterministic limit-states using stochastic emulators9 cited